Borrowing it
Nothing to install: this file belongs to edwardxckf/humanizer-ms. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/edwardxckf/humanizer-ms/main/CLAUDE.mdgit clone --depth 1 https://github.com/edwardxckf/humanizer-msWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/edwardxckf/humanizer-ms/claude-md)<a href="https://agentmods.dev/instructions/edwardxckf/humanizer-ms/claude-md"><img src="https://agentmods.dev/badge/instructions/edwardxckf/humanizer-ms/claude-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/edwardxckf/humanizer-ms/claude-md"><img src="https://agentmods.dev/badge/instructions/edwardxckf/humanizer-ms/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.01138 | $0.01138 |
| Opus 5.5 | $0.00455 | $0.00455 |
| Sonnet 5.5 | $0.00228 | $0.00228 |
| Haiku 4.5 | $0.00114 | $0.00114 |
Grade A, and why
humanizer-ms CLAUDE.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 73 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
What this repo is
A content repo, not a code repo. There is no build, no test suite, no lint, no dependencies. The deliverable is an agent skill that removes AI writing patterns from Malay (Bahasa Melayu) text, adapted from blader/humanizer (English) and op7418/humanizer-zh (Chinese).
Architecture: two payload files, everything else is packaging
Everything under skills/humanizer-ms/ is the payload. Every other file exists only to get that
folder in front of some agent harness.
| Payload file | Role |
|---|---|
SKILL.md |
The patterns. Frontmatter description is what triggers the skill; body holds 34 numbered patterns with before/after examples in Malay, detection guidance (false positives, signs of human writing), invocation modes, and the draft → audit → final loop |
kata-ai.txt |
One watched phrase per line, consumed by grep -oiFf. A smell counter, not a ban list. Deliberately short: only phrases that are wrong in every register, so the grep does not flag correct formal Malay |
The two travel together: AGENTS.md and the READMEs shell out to kata-ai.txt by relative path.
Packaging fan-out — edit one, check the others
The same skill is registered six ways. A change to the skill's name, description, or path has to be mirrored:
.claude-plugin/plugin.json+.claude-plugin/marketplace.json— Claude Code.codex-plugin/plugin.json— Codex (also carriesinterface.longDescriptionanddefaultPrompt).agents/plugins/marketplace.json— Codex/Antigravity; hardcodes the upstream clone URL, so a fork that doesn't change the owner here will install upstream instead of itselfskills/humanizer-ms/agents/openai.yaml— OpenAI-harness interface blockgemini-extension.json→GEMINI.md→@./skills/humanizer-ms/SKILL.md(import chain)AGENTS.md— plain rules-file route; duplicates the grep commandplugin.jsonat repo root — minimal name/description
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 73 lines · 1,138 tokens per session scan A 4db244fe0da3
humanizer-ms CLAUDE.md is an instructions file published in the GitHub repository edwardxckf/humanizer-ms (2 stars, last pushed 2mo ago), licensed MIT. It adds 1,138 tokens to every session, about $0.0046 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
vscode model-prompts.instructions.md
Model-specific prompt authoring and registry guidelines.